NCAPH drives breast cancer progression and identifies a gene signature that predicts luminal a tumour recurrence

被引:0
作者
Mendiburu-Elicabe, Marina [1 ,2 ]
Garcia-Sancha, Natalia [1 ,2 ]
Corchado-Cobos, Roberto [1 ,2 ]
Martinez-Lopez, Angelica [3 ,4 ]
Chang, Hang [5 ,6 ]
Hua Mao, Jian [5 ,6 ]
Blanco-Gomez, Adrian [1 ,2 ]
Garcia-Casas, Ana [3 ,4 ]
Castellanos-Martin, Andres [1 ,2 ]
Salvador, Nelida [3 ,4 ]
Jimenez-Navas, Alejandro [1 ,2 ]
Perez-Baena, Manuel Jesus [1 ,2 ]
Sanchez-Martin, Manuel Adolfo [7 ,8 ]
Abad-Hernandez, Maria Del Mar [2 ,9 ,10 ]
Del Carmen, Sofia [2 ,9 ,10 ]
Claros-Ampuero, Juncal [1 ,2 ,11 ]
Cruz-Hernandez, Juan Jesus [1 ,2 ,7 ,11 ]
Rodriguez-Sanchez, Cesar Augusto [1 ,2 ,7 ,11 ]
Garcia-Cenador, Maria Begona [2 ,12 ]
Garcia-Criado, Francisco Javier [2 ,12 ]
Vicente, Rodrigo Santamaria [13 ]
Castillo-Lluva, Sonia [3 ,4 ]
Perez-Losada, Jesus [1 ,2 ]
机构
[1] Univ Salamanca, Inst Biol Mol & Celular Canc IBMCC, CIC, CSIC, Salamanca, Spain
[2] Biosanit Res Inst Salamanca IBSAL, Salamanca, Spain
[3] Univ Complutense, Fac Ciencias Quim, Dept Bioquim & Biol Mol, Madrid, Spain
[4] San Carlos Hlth Res Inst IdISSC, Madrid, Spain
[5] Biol Syst & Engn Div, Lawrence Berkeley Natl Lab LBNL, Berkeley, CA USA
[6] Berkeley Biomed Data Sci Ctr, Lawrence Berkeley Natl Lab LBNL, Berkeley, CA USA
[7] Univ Salamanca, Dept Med, Salamanca, Spain
[8] Univ Salamanca, Serv Transgenesis, Plataforma Nucleus, Salamanca, Spain
[9] Univ Salamanca, Dept Anat Patol, Salamanca, Spain
[10] Hosp Univ Salamanca, Serv Anat Patol, Salamanca, Spain
[11] Hosp Univ Salamanca, Serv Oncol, Salamanca, Spain
[12] Univ Salamanca, Dept Cirugia, Salamanca, Spain
[13] Univ Salamanca, Dept Informat & Automat, Salamanca, Spain
来源
CLINICAL AND TRANSLATIONAL MEDICINE | 2024年 / 14卷 / 02期
基金
美国国家卫生研究院;
关键词
breast cancer; genetic signature; LASSO; luminal A subtype; NCAPH; prognosis; relapse-free survival; ESTROGEN-RECEPTOR; CONDENSIN-I; PROGNOSTIC-FACTORS; ADJUVANT THERAPY; POOR-PROGNOSIS; EXPRESSION; WOMEN; RISK; CHEMOTHERAPY; ARCHITECTURE;
D O I
10.1002/ctm2.1554
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
BackgroundLuminal A tumours generally have a favourable prognosis but possess the highest 10-year recurrence risk among breast cancers. Additionally, a quarter of the recurrence cases occur within 5 years post-diagnosis. Identifying such patients is crucial as long-term relapsers could benefit from extended hormone therapy, while early relapsers might require more aggressive treatment.MethodsWe conducted a study to explore non-structural chromosome maintenance condensin I complex subunit H's (NCAPH) role in luminal A breast cancer pathogenesis, both in vitro and in vivo, aiming to identify an intratumoural gene expression signature, with a focus on elevated NCAPH levels, as a potential marker for unfavourable progression. Our analysis included transgenic mouse models overexpressing NCAPH and a genetically diverse mouse cohort generated by backcrossing. A least absolute shrinkage and selection operator (LASSO) multivariate regression analysis was performed on transcripts associated with elevated intratumoural NCAPH levels.ResultsWe found that NCAPH contributes to adverse luminal A breast cancer progression. The intratumoural gene expression signature associated with elevated NCAPH levels emerged as a potential risk identifier. Transgenic mice overexpressing NCAPH developed breast tumours with extended latency, and in Mouse Mammary Tumor Virus (MMTV)-NCAPHErbB2 double-transgenic mice, luminal tumours showed increased aggressiveness. High intratumoural Ncaph levels correlated with worse breast cancer outcome and subpar chemotherapy response. A 10-gene risk score, termed Gene Signature for Luminal A 10 (GSLA10), was derived from the LASSO analysis, correlating with adverse luminal A breast cancer progression.ConclusionsThe GSLA10 signature outperformed the Oncotype DX signature in discerning tumours with unfavourable outcomes, previously categorised as luminal A by Prediction Analysis of Microarray 50 (PAM50) across three independent human cohorts. This new signature holds promise for identifying luminal A tumour patients with adverse prognosis, aiding in the development of personalised treatment strategies to significantly improve patient outcomes. NCAPH significantly influences luminal A breast cancer progression and affects tumour behaviour and treatment response. GSLA10, a gene signature associated with NCAPH, shows promise in predicting luminal A tumour recurrence, demonstrating efficacy alongside existing models such as Oncotype DX. The study highlights the potential for tailored treatment approaches in luminal A breast cancer based on NCAPH and GSLA10 insights. image
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页数:27
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共 108 条
  • [71] The Incidence of Breast Cancer Recurrence 10-32 Years After Primary Diagnosis
    Pedersen, Rikke Norgaard
    Esen, Buket Ozturk
    Mellemkjaer, Lene
    Christiansen, Peer
    Ejlertsen, Bent
    Lash, Timothy Lee
    Norgaard, Mette
    Cronin-Fenton, Deirdre
    [J]. JNCI-JOURNAL OF THE NATIONAL CANCER INSTITUTE, 2022, 114 (03): : 391 - 399
  • [72] Mitotic read-out genes confer poor outcome in luminal A breast cancer tumors
    Perez-Pena, Javier
    Alcaraz-Sanabria, Ana
    Nieto-Jimenez, Cristina
    Paez, Raquel
    Corrales-Sanchez, Veronica
    Serrano-Oviedo, Leticia
    Wali, Vikram B.
    Patwardhan, Gauri A.
    Amir, Eitan
    Gyorffy, Balazs
    Pandiella, Atanasio
    Ocana, Alberto
    [J]. ONCOTARGET, 2017, 8 (13) : 21733 - 21740
  • [73] Practical implications of gene-expression-based assays for breast oncologists
    Prat, Aleix
    Ellis, Matthew J.
    Perou, Charles M.
    [J]. NATURE REVIEWS CLINICAL ONCOLOGY, 2012, 9 (01) : 48 - 57
  • [74] Research-based PAM50 signature and long-term breast cancer survival
    Pu, Minya
    Messer, Karen
    Davies, Sherri R.
    Vickery, Tammi L.
    Pittman, Emily
    Parker, Barbara A.
    Ellis, Matthew J.
    Flatt, Shirley W.
    Marinac, Catherine R.
    Nelson, Sandahl H.
    Mardis, Elaine R.
    Pierce, John P.
    Natarajan, Loki
    [J]. BREAST CANCER RESEARCH AND TREATMENT, 2020, 179 (01) : 197 - 206
  • [75] A transcription factor that promotes proliferation, migration, invasion, and epithelial-mesenchymal transition of ovarian cancer cells and its possible mechanisms
    Qi, Yingying
    Mo, Kexin
    Zhang, Ting
    [J]. BIOMEDICAL ENGINEERING ONLINE, 2021, 20 (01)
  • [76] NCAPH is upregulated in endometrial cancer and associated with poor clinicopathologic characteristics
    Qiu, Xiaofeng
    Gao, Zhaoying
    Shao, Jun
    Li, Hong
    [J]. ANNALS OF HUMAN GENETICS, 2020, 84 (06) : 437 - 446
  • [77] Genetic architecture of mouse skin inflammation and tumour susceptibility
    Quigley, David A.
    To, Minh D.
    Perez-Losada, Jesus
    Pelorosso, Facundo G.
    Mao, Jian-Hua
    Nagase, Hiroki
    Ginzinger, David G.
    Balmain, Allan
    [J]. NATURE, 2009, 458 (7237) : 505 - 508
  • [78] Riis ML., 2013, ISRN Oncol, V2013
  • [79] GOBO: Gene Expression-Based Outcome for Breast Cancer Online
    Ringner, Markus
    Fredlund, Erik
    Hakkinen, Jari
    Borg, Ake
    Staaf, Johan
    [J]. PLOS ONE, 2011, 6 (03):
  • [80] pROC: an open-source package for R and S plus to analyze and compare ROC curves
    Robin, Xavier
    Turck, Natacha
    Hainard, Alexandre
    Tiberti, Natalia
    Lisacek, Frederique
    Sanchez, Jean-Charles
    Mueller, Markus
    [J]. BMC BIOINFORMATICS, 2011, 12